AI news5
Legora reports a 95% cut in NDA-review workload
OpenAI’s 28 October case study says Legora’s legal team cut NDA-review work from about 20% of capacity to under 1%. An unnamed Fortune 100 customer reports 90% faster contract turnaround and 9.5 hours saved per lawyer each week.
openai.com ↗Why it matters
These company-reported results show how standardised review can free capacity while retaining lawyer judgement.
Nvidia releases instruction-led transcription in 40 languages
Nvidia released Nemotron 3.5 Transcribe on 28 October, with open weights under the OpenMDW-1.1 licence. It handles recordings up to one hour long in 40 languages, with transcript style and speaker-attributed timestamps controlled by instructions.
research.nvidia.com ↗Why it matters
The new speech release lets teams tailor transcripts for meeting, accessibility and specialist-vocabulary workflows.
Google restricts Gemini 4 Carbon’s launch to cyber defenders
Google announced Gemini 4 Carbon on 28 October and reports 88.2% on SEC-bench Pro for vulnerability finding. Initial access goes to selected cyber defenders through its Fairwind Programme, ahead of wider availability. Introductory API pricing is listed at US$2 per million input tokens and US$10 per million output tokens.
blog.google ↗Why it matters
A verified restricted launch replaces the earlier rumours, but most developers still cannot deploy the model immediately.
Apple’s touchscreen MacBook Pro supports up to 128GB memory
Apple’s 28 October announcement brings an OLED touchscreen to 14- and 16-inch MacBook Pro models with M5 Pro or M5 Max. Configurations support up to 128GB of unified memory; pre-orders are open, with availability from 6 November.
apple.com ↗Why it matters
This separate design from the M6 iMac covered yesterday adds memory capacity for local AI workloads alongside a new touch interface.
Microsoft Cloud revenue rises 30% to US$63.9 billion
Microsoft’s 28 October fiscal first-quarter release reports cloud revenue of US$63.9 billion, up 30% year on year. Azure revenue rose 48%, while total company revenue reached US$92.3 billion, up 19%.
microsoft.com ↗Why it matters
The new quarter provides a fresh measure of demand behind AI infrastructure, although aggregate cloud revenue does not isolate AI returns.
AI in the nonprofit sector3
Atlassian’s education call closes tonight at 11:59pm AEDT
Atlassian Foundation’s global call for registered nonprofits closes on 30 October at 11:59pm AEDT. Partnerships can request up to US$1 million over two years for collective action helping disadvantaged learners in the AI era.
atlassian.com ↗Why it matters
The previously covered call reaches its final application day today, giving eligible coalitions a concrete deadline to act.
Anthropic extends free research credits through 20 institutions
Anthropic’s 28 October AI for Science expansion names 20 foundations, institutions and research groups receiving free Claude credits. The Alfred P. Sloan Foundation and Simons Foundation will distribute credits to researchers, while institutional partners use them within their organisations.
anthropic.com ↗Why it matters
The new institutional distribution route extends access beyond individual scientist applications; this is in-kind support with no new cash-grant total stated.
ARIA’s agent-coordination fund reviews proposals after 31 October
ARIA’s nearly £50 million Scaling Trust programme welcomes proposals from charities alongside other research organisations. Its next quarterly review cut-off is 31 October, covering open-source agent tools and foundational security research. The funding page does not state an individual award size or cut-off hour.
aria.org.uk ↗Why it matters
This agent-coordination track differs from the previously covered Safeguarded AI cybersecurity call, offering charities a separate research-funding route.